Dataset Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1106
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	110
Duplicate rows (%)	9.9%
Total size in memory	95.2 KiB
Average record size in memory	88.1 B

Variable types

NUM	10
BOOL	1

Warnings

Dataset has 110 (9.9%) duplicate rows

Duplicates

Reproduction

Analysis started	2020-09-19 14:42:22.539484
Analysis finished	2020-09-19 14:42:58.514735
Duration	35.98 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

freight_value
Real number (ℝ_≥0)

Distinct	470
Distinct (%)	42.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17.20873418
Minimum	0.03
Maximum	171.88
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.03
5-th percentile	7.78
Q1	12.55
median	15.1
Q3	17.6
95-th percentile	36.5675
Maximum	171.88
Range	171.85
Interquartile range (IQR)	5.05

Descriptive statistics

Standard deviation	13.32592201
Coefficient of variation (CV)	0.7743696816
Kurtosis	35.77575219
Mean	17.20873418
Median Absolute Deviation (MAD)	2.55
Skewness	5.114416
Sum	19032.86
Variance	177.5801973
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.78	37	3.3%
15.1	31	2.8%
14.1	28	2.5%
15.23	25	2.3%
11.85	25	2.3%
12.55	23	2.1%
15.8	21	1.9%
9.34	16	1.4%
13.62	14	1.3%
7.39	12	1.1%
8.27	11	1.0%
16.68	9	0.8%
12.66	9	0.8%
13.37	9	0.8%
18.23	9	0.8%
12.61	8	0.7%
15.27	8	0.7%
8.72	7	0.6%
15.65	7	0.6%
10.96	7	0.6%
15.92	7	0.6%
12.62	6	0.5%
15.79	6	0.5%
11.15	6	0.5%
12.99	6	0.5%
Other values (445)	759	68.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	3	0.3%
0.48	1	0.1%
7.39	12	1.1%
7.4	2	0.2%
7.41	6	0.5%
7.42	6	0.5%
7.43	2	0.2%
7.45	2	0.2%
7.48	2	0.2%
7.49	2	0.2%

Value	Count	Frequency (%)
171.88	1	0.1%
121.22	2	0.2%
106.11	1	0.1%
104.77	4	0.4%
100.75	1	0.1%
86.06	2	0.2%
83.25	1	0.1%
80.43	1	0.1%
79.63	1	0.1%
77.98	1	0.1%

review_score
Real number (ℝ_≥0)

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.722423146
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.763322631
Coefficient of variation (CV)	0.6477033644
Kurtosis	-1.732711641
Mean	2.722423146
Median Absolute Deviation (MAD)	1
Skewness	0.2427037343
Sum	3011
Variance	3.109306702
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	509	46.0%
5	324	29.3%
4	126	11.4%
3	84	7.6%
2	63	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	509	46.0%
2	63	5.7%
3	84	7.6%
4	126	11.4%
5	324	29.3%

Value	Count	Frequency (%)
5	324	29.3%
4	126	11.4%
3	84	7.6%
2	63	5.7%
1	509	46.0%

product_photos_qty
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.12477396
Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	9
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.542396676
Coefficient of variation (CV)	0.7259109461
Kurtosis	1.62843218
Mean	2.12477396
Median Absolute Deviation (MAD)	0
Skewness	1.43005303
Sum	2350
Variance	2.378987505
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	585	52.9%
2	194	17.5%
4	148	13.4%
3	92	8.3%
5	39	3.5%
6	32	2.9%
7	8	0.7%
8	6	0.5%
9	2	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	585	52.9%
2	194	17.5%
3	92	8.3%
4	148	13.4%
5	39	3.5%
6	32	2.9%
7	8	0.7%
8	6	0.5%
9	2	0.2%

Value	Count	Frequency (%)
9	2	0.2%
8	6	0.5%
7	8	0.7%
6	32	2.9%
5	39	3.5%
4	148	13.4%
3	92	8.3%
2	194	17.5%
1	585	52.9%

product_weight_g
Real number (ℝ_≥0)

Distinct	189
Distinct (%)	17.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1176.650995
Minimum	50
Maximum	30000
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	50
5-th percentile	100
Q1	180
median	250
Q3	700
95-th percentile	5937.5
Maximum	30000
Range	29950
Interquartile range (IQR)	520

Descriptive statistics

Standard deviation	2835.931706
Coefficient of variation (CV)	2.410172361
Kurtosis	30.17694717
Mean	1176.650995
Median Absolute Deviation (MAD)	100
Skewness	4.878108163
Sum	1301376
Variance	8042508.638
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
250	219	19.8%
200	114	10.3%
150	73	6.6%
167	38	3.4%
173	34	3.1%
175	29	2.6%
900	29	2.6%
500	29	2.6%
100	28	2.5%
400	28	2.5%
180	27	2.4%
50	24	2.2%
600	18	1.6%
1000	17	1.5%
300	16	1.4%
1025	14	1.3%
156	14	1.3%
183	12	1.1%
700	10	0.9%
550	10	0.9%
1590	9	0.8%
800	9	0.8%
450	8	0.7%
350	7	0.6%
315	7	0.6%
Other values (164)	283	25.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	24	2.2%
60	1	0.1%
65	3	0.3%
75	1	0.1%
85	2	0.2%
90	3	0.3%
100	28	2.5%
110	1	0.1%
115	1	0.1%
125	1	0.1%

Value	Count	Frequency (%)
30000	1	0.1%
28500	1	0.1%
22800	1	0.1%
20850	1	0.1%
18550	1	0.1%
16515	1	0.1%
16000	2	0.2%
15900	1	0.1%
15550	2	0.2%
14813	1	0.1%

product_length_cm
Real number (ℝ_≥0)

Distinct	54
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.03616637
Minimum	14
Maximum	105
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	14
5-th percentile	16
Q1	16
median	18
Q3	28
95-th percentile	50
Maximum	105
Range	91
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	13.32281252
Coefficient of variation (CV)	0.5542819231
Kurtosis	9.452092501
Mean	24.03616637
Median Absolute Deviation (MAD)	2
Skewness	2.703695541
Sum	26584
Variance	177.4973333
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	368	33.3%
17	141	12.7%
18	92	8.3%
20	83	7.5%
30	48	4.3%
40	45	4.1%
19	28	2.5%
21	27	2.4%
22	22	2.0%
25	16	1.4%
38	15	1.4%
23	15	1.4%
35	15	1.4%
36	13	1.2%
24	13	1.2%
50	11	1.0%
31	10	0.9%
28	9	0.8%
60	9	0.8%
45	9	0.8%
33	9	0.8%
26	8	0.7%
29	8	0.7%
39	7	0.6%
37	7	0.6%
Other values (29)	78	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	6	0.5%
15	1	0.1%
16	368	33.3%
17	141	12.7%
18	92	8.3%
19	28	2.5%
20	83	7.5%
21	27	2.4%
22	22	2.0%
23	15	1.4%

Value	Count	Frequency (%)
105	4	0.4%
100	3	0.3%
82	2	0.2%
80	2	0.2%
78	1	0.1%
77	2	0.2%
75	1	0.1%
70	1	0.1%
69	1	0.1%
68	4	0.4%

product_height_cm
Real number (ℝ_≥0)

Distinct	55
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.35985533
Minimum	2
Maximum	105
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	5
median	11
Q3	16
95-th percentile	35
Maximum	105
Range	103
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	12.60972754
Coefficient of variation (CV)	0.9438521018
Kurtosis	14.66356462
Mean	13.35985533
Median Absolute Deviation (MAD)	6
Skewness	3.02016623
Sum	14776
Variance	159.0052286
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	230	20.8%
11	103	9.3%
13	100	9.0%
10	77	7.0%
20	66	6.0%
12	56	5.1%
16	48	4.3%
18	36	3.3%
8	35	3.2%
6	28	2.5%
5	27	2.4%
4	25	2.3%
14	25	2.3%
9	24	2.2%
15	22	2.0%
7	19	1.7%
25	17	1.5%
17	17	1.5%
30	15	1.4%
35	12	1.1%
3	12	1.1%
19	12	1.1%
24	11	1.0%
40	11	1.0%
47	6	0.5%
Other values (30)	72	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	230	20.8%
3	12	1.1%
4	25	2.3%
5	27	2.4%
6	28	2.5%
7	19	1.7%
8	35	3.2%
9	24	2.2%
10	77	7.0%
11	103	9.3%

Value	Count	Frequency (%)
105	4	0.4%
96	1	0.1%
87	1	0.1%
80	1	0.1%
77	1	0.1%
66	2	0.2%
65	1	0.1%
63	1	0.1%
61	1	0.1%
60	3	0.3%

product_width_cm
Real number (ℝ_≥0)

Distinct	53
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.47377939
Minimum	11
Maximum	105
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	13
median	16
Q3	20
95-th percentile	40
Maximum	105
Range	94
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	10.70677629
Coefficient of variation (CV)	0.5498047439
Kurtosis	11.12146434
Mean	19.47377939
Median Absolute Deviation (MAD)	4
Skewness	2.728459791
Sum	21538
Variance	114.6350585
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	182	16.5%
11	174	15.7%
15	129	11.7%
12	89	8.0%
13	87	7.9%
14	68	6.1%
16	52	4.7%
40	43	3.9%
18	38	3.4%
25	31	2.8%
17	29	2.6%
30	28	2.5%
23	18	1.6%
35	14	1.3%
32	12	1.1%
24	11	1.0%
31	8	0.7%
33	7	0.6%
36	6	0.5%
22	6	0.5%
19	6	0.5%
45	6	0.5%
21	6	0.5%
26	5	0.5%
29	4	0.4%
Other values (28)	47	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	174	15.7%
12	89	8.0%
13	87	7.9%
14	68	6.1%
15	129	11.7%
16	52	4.7%
17	29	2.6%
18	38	3.4%
19	6	0.5%
20	182	16.5%

Value	Count	Frequency (%)
105	1	0.1%
100	1	0.1%
82	1	0.1%
79	1	0.1%
73	1	0.1%
68	1	0.1%
67	2	0.2%
63	2	0.2%
62	2	0.2%
61	1	0.1%

payment_value
Real number (ℝ_≥0)

Distinct	684
Distinct (%)	61.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	180.947387
Minimum	0.33
Maximum	4809.44
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.33
5-th percentile	30
Q1	68.19
median	88.91
Q3	162.55
95-th percentile	536.0075
Maximum	4809.44
Range	4809.11
Interquartile range (IQR)	94.36

Descriptive statistics

Standard deviation	354.3498513
Coefficient of variation (CV)	1.958303224
Kurtosis	64.53082843
Mean	180.947387
Median Absolute Deviation (MAD)	35.4
Skewness	6.868153021
Sum	200127.81
Variance	125563.8171
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
165.8	20	1.8%
162.55	18	1.6%
85.62	14	1.3%
86.9	10	0.9%
69.14	8	0.7%
93.65	7	0.6%
37.75	6	0.5%
64.17	6	0.5%
258	6	0.5%
81.51	6	0.5%
90.99	6	0.5%
93.3	6	0.5%
85.41	6	0.5%
140.16	6	0.5%
1949.52	6	0.5%
133.98	6	0.5%
87.32	6	0.5%
62.78	6	0.5%
9.39	6	0.5%
63.1	6	0.5%
144.3	5	0.5%
975.05	5	0.5%
89.28	5	0.5%
1950.2	5	0.5%
73.49	5	0.5%
Other values (659)	920	83.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.33	1	0.1%
3.77	1	0.1%
6.42	1	0.1%
6.48	1	0.1%
7.1	1	0.1%
7.32	1	0.1%
8.26	1	0.1%
8.79	1	0.1%
9.39	6	0.5%
9.46	1	0.1%

Value	Count	Frequency (%)
4809.44	2	0.2%
2442.82	1	0.1%
2419.2	1	0.1%
2404.72	2	0.2%
2026.54	1	0.1%
1950.2	5	0.5%
1949.52	6	0.5%
1841.75	1	0.1%
1818.23	1	0.1%
1488.14	1	0.1%

category_count
Real number (ℝ_≥0)

Distinct	46
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6614.779385
Minimum	39
Maximum	11990
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	39
5-th percentile	708.5
Q1	4726
median	6213
Q3	8833
95-th percentile	10030
Maximum	11990
Range	11951
Interquartile range (IQR)	4107

Descriptive statistics

Standard deviation	2753.253071
Coefficient of variation (CV)	0.4162274977
Kurtosis	-0.2518930364
Mean	6614.779385
Median Absolute Deviation (MAD)	1938
Skewness	-0.5960062589
Sum	7315946
Variance	7580402.474
Monotocity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
6213	227	20.5%
8151	200	18.1%
10030	144	13.0%
9005	77	7.0%
7380	61	5.5%
4726	58	5.2%
8833	52	4.7%
4281	34	3.1%
4400	32	2.9%
3589	24	2.2%
3204	20	1.8%
4590	20	1.8%
11990	18	1.6%
3999	17	1.5%
2625	14	1.3%
2847	11	1.0%
719	11	1.0%
1192	10	0.9%
705	8	0.7%
565	7	0.6%
2170	6	0.5%
2030	5	0.5%
199	5	0.5%
247	4	0.4%
1163	4	0.4%
Other values (21)	37	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
39	1	0.1%
71	3	0.3%
145	1	0.1%
155	1	0.1%
199	5	0.5%
219	1	0.1%
247	4	0.4%
271	3	0.3%
272	4	0.4%
278	2	0.2%

Value	Count	Frequency (%)
11990	18	1.6%
10030	144	13.0%
9005	77	7.0%
8833	52	4.7%
8151	200	18.1%
7380	61	5.5%
6213	227	20.5%
4726	58	5.2%
4590	20	1.8%
4400	32	2.9%

Days_to_deliver
Real number (ℝ_≥0)

Distinct	962
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22.89471047
Minimum	2.22818287
Maximum	144.8952431
Zeros	0
Zeros (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2.22818287
5-th percentile	10.53071181
Q1	17.98866609
median	22.4016088
Q3	26.5552662
95-th percentile	35.14960648
Maximum	144.8952431
Range	142.6670602
Interquartile range (IQR)	8.566600116

Descriptive statistics

Standard deviation	9.536865519
Coefficient of variation (CV)	0.4165532266
Kurtosis	32.11593651
Mean	22.89471047
Median Absolute Deviation (MAD)	4.328680556
Skewness	3.423355991
Sum	25321.54978
Variance	90.95180392
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.46091435	9	0.8%
22.4016088	7	0.6%
18.66866898	6	0.5%
28.52240741	6	0.5%
20.58934028	6	0.5%
13.08435185	6	0.5%
15.41814815	5	0.5%
24.41399306	5	0.5%
18.38804398	5	0.5%
24.45289352	5	0.5%
22.20247685	5	0.5%
15.28127315	5	0.5%
15.01650463	5	0.5%
32.05636574	5	0.5%
13.60278935	4	0.4%
23.56354167	4	0.4%
21.25967593	4	0.4%
18.21923611	3	0.3%
34.32572917	3	0.3%
23.08686343	3	0.3%
41.2146412	3	0.3%
26.32194444	3	0.3%
5.371261574	2	0.2%
18.05878472	2	0.2%
29.03747685	2	0.2%
Other values (937)	993	89.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.22818287	1	0.1%
2.251909722	1	0.1%
2.549513889	1	0.1%
3.364131944	1	0.1%
4.056122685	1	0.1%
4.305648148	1	0.1%
4.709143519	1	0.1%
4.961180556	1	0.1%
5.371261574	2	0.2%
5.52962963	1	0.1%

Value	Count	Frequency (%)
144.8952431	1	0.1%
106.992338	1	0.1%
78.04864583	1	0.1%
70.38107639	1	0.1%
68.44149306	1	0.1%
63.52545139	2	0.2%
60.60930556	1	0.1%
60.52143519	1	0.1%
59.34726852	1	0.1%
57.46989583	1	0.1%

TargetVar
Boolean

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.8 KiB

1	553
0	553

Common Values
Chart

Value	Count	Frequency (%)
1	553	50.0%
0	553	50.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	freight_value	review_score	product_photos_qty	product_weight_g	product_length_cm	product_height_cm	product_width_cm	payment_value	category_count	Days_to_deliver
0	21.10	5	1.0	1383.0	50.0	10.0	40.0	108.00	11990	23.389641
1	15.38	1	1.0	200.0	16.0	12.0	11.0	55.28	7380	13.396435
2	9.98	1	1.0	173.0	18.0	13.0	12.0	90.98	8151	9.419051
3	15.38	1	1.0	173.0	18.0	13.0	12.0	105.17	8151	27.405382
4	8.33	1	1.0	321.0	19.0	14.0	13.0	93.22	8151	23.039942
5	8.33	1	1.0	321.0	19.0	14.0	13.0	186.44	8151	22.511319
6	8.33	1	1.0	321.0	19.0	14.0	13.0	186.44	8151	22.511319
7	17.60	1	2.0	1750.0	37.0	22.0	40.0	59.24	4590	31.618437
8	17.60	1	2.0	1750.0	37.0	22.0	40.0	8.26	4590	31.618437
9	40.37	1	1.0	6550.0	20.0	20.0	20.0	189.37	8151	30.375370

Last rows

	freight_value	review_score	product_photos_qty	product_weight_g	product_length_cm	product_height_cm	product_width_cm	payment_value	category_count	Days_to_deliver	TargetVar
1096	15.23	5	2.0	175.0	19.0	11.0	14.0	8.79	4726	22.401609	1
1097	7.42	3	1.0	150.0	16.0	16.0	16.0	87.32	8151	18.175567	1
1098	15.31	1	4.0	188.0	17.0	6.0	12.0	45.30	4726	14.495000	1
1099	15.10	3	2.0	250.0	16.0	2.0	11.0	97.20	6213	26.319120	1
1100	18.23	5	1.0	183.0	18.0	3.0	11.0	39.22	4726	26.220694	1
1101	15.10	5	1.0	150.0	16.0	16.0	11.0	41.00	9005	21.378461	1
1102	15.34	5	1.0	180.0	17.0	10.0	13.0	99.34	8151	28.329491	1
1103	17.03	5	1.0	167.0	16.0	11.0	15.0	102.03	8151	30.629097	1
1104	13.61	4	1.0	150.0	16.0	14.0	11.0	83.51	8151	29.542338	1
1105	22.06	5	4.0	250.0	16.0	2.0	20.0	66.06	6213	30.063160	1

Most frequent

	freight_value	review_score	product_photos_qty	product_weight_g	product_length_cm	product_height_cm	product_width_cm	payment_value	category_count	Days_to_deliver	TargetVar	count
12	9.34	1	1.0	900.0	40.0	5.0	40.0	133.98	8833	18.668669	0	6
23	13.37	2	1.0	900.0	40.0	8.0	40.0	140.16	8833	28.522407	1	6
32	15.23	5	2.0	175.0	19.0	11.0	14.0	9.39	4726	22.401609	1	6
36	15.92	1	1.0	315.0	14.0	13.0	13.0	1949.52	4590	20.589340	0	6
1	7.39	1	1.0	50.0	20.0	5.0	15.0	86.90	3204	15.418148	0	5
5	7.78	1	1.0	50.0	20.0	20.0	18.0	211.40	8151	15.281273	0	5
15	10.96	2	6.0	400.0	16.0	12.0	12.0	144.30	7380	32.056366	0	5
17	11.85	1	2.0	100.0	28.0	17.0	11.0	86.90	7380	22.202477	0	5
24	14.08	1	2.0	900.0	40.0	8.0	40.0	120.35	8833	18.388044	1	5
27	15.01	1	1.0	400.0	35.0	35.0	25.0	975.05	8151	24.413993	0	5

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent